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Jean Franck Loa Rojas

Observed name: Loa Rojas, Jean Franck
ORCID: 0009-0004-0037-574X
Observed ORCID: 0009-0004-0037-574X
OpenAlex ID: A5141179537
The Explanation Is Another Model: What SHAP Actually Attributes
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research) · 1
The Target Comes From the Data: What Self-Supervised Learning Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Probability Changes With the Model: What Density Estimation Actually Believes
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Outlier Changes With the Detector: What Anomaly Detection Actually Flags
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Map Changes What Looks Like a Group: What Dimensionality Reduction Actually Preserves
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Groups Change When the Rules Change: What Clustering Actually Finds
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
There Are No Patterns Before a Representation: What Unsupervised Learning Actually Sees
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Curve Is an Average of Worlds: What Partial Dependence Actually Shows
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Curve Stays Where the Data Lives: What Accumulated Local Effects Actually Accumulate
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
A Feature Matters When Breaking It Hurts: What Permutation Importance Actually Measures
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Benchmark Remembers Every Question: What Seven Tree Systems Actually Taught Us
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
Each Tree Corrects the Last: What Gradient Boosting Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
Many Unstable Trees, One Stable Prediction: What Random Forest Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Best Leaf Grows First: What LightGBM Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
Every Split Must Pay: What XGBoost Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Target Must Come from the Past: What CatBoost Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Hardest Cases Get the Loudest Voice: What AdaBoost Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
Every Split Changes the Model: What a Decision Tree Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Path to the Minimum Matters: What an Optimizer Actually Changes
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Metric Chooses the Winner: What Model Evaluation Actually Rewards
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Loss Defines the Target: What a Model Actually Learns from Error
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
From Raw Columns to Valid Signals: What Data Preparation and Feature Engineering Actually Change
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The Split Is Part of the Claim: What Data Partitioning Actually Measures
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
The First Predictive Line: What Simple Linear Regression Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
Beyond the Straight Line: What Polynomial Regression Actually Learns
2026 · Loa Rojas, Jean Franck · Zenodo (CERN European Organization for Nuclear Research)
Works count: 27
Citation count: 1
H-index: 1
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