Run
9201620

Run 9201620

Task 31 (Supervised Classification) credit-g Uploaded 12-05-2018 by Jeroen van Hoof
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Flow

wrappers.tpot.TpotWrapper(1)Automatically created scikit-learn flow.
wrappers.tpot.TpotWrapper(1)_refittrue
wrappers.tpot.TpotWrapper(1)_retry_on_errortrue
wrappers.tpot.TpotWrapper(1)_verbose0

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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.7675 ± 0.0454
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7392 ± 0.0427
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3595 ± 0.1043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
229.498 ± 7.1836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3185 ± 0.0313
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7381 ± 0.0417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.752 ± 0.0336
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.752 ± 0.0336
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7581 ± 0.0744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4213 ± 0.0267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9194 ± 0.0582
Cross-validation details (10-fold Crossvalidation)