Run
10363970

Run 10363970

Task 146212 (Supervised Classification) shuttle Uploaded 23-08-2019 by Pieter Gijsbers
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Flow

automlbenchmark_tpot(1)TPOT as set up by the AutoML BenchmarkSource: source: https://github.com/openml/automlbenchmark/releases/tag/v0.9
automlbenchmark_tpot(1)_time4
automlbenchmark_tpot(1)_memory32
automlbenchmark_tpot(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.

17 Evaluation measures

Area under ROC curve
1 ± 0
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9999 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9998 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9995 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0 ± 0
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1016 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
58000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9999 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9999 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9603 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Recall
0.9999 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0004 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2254 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0041 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0183 ± 0.012
Cross-validation details (10-fold Crossvalidation)