Run
10363957

Run 10363957

Task 168329 (Supervised Classification) helena 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.

15 Evaluation measures

Area under ROC curve
0.8861 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.311 ± 0.0096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3501 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0168 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0195 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
65196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3341 ± 0.009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
5.9777 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Recall
0.3341 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8579 ± 0.0062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0989 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.09 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.91 ± 0.0038
Cross-validation details (10-fold Crossvalidation)