Run
10364014

Run 10364014

Task 3945 (Supervised Classification) KDDCup09_appetency Uploaded 23-08-2019 by Pieter Gijsbers
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Flow

automlbenchmark_randomforest(1)Random Forest baseline as set up by the AutoML BenchmarkSource: source: https://github.com/openml/automlbenchmark/releases/tag/v0.9
automlbenchmark_randomforest(1)_time4
automlbenchmark_randomforest(1)_memory32
automlbenchmark_randomforest(1)_cores8

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

15 Evaluation measures

Area under ROC curve
0.7878 ± 0.0197
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.6728 ± 0.07
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0369 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.035
Cross-validation details (10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1289
Cross-validation details (10-fold Crossvalidation)
Recall
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0543 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1302 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9849 ± 0.0036
Cross-validation details (10-fold Crossvalidation)