Run
572771

Run 572771

Task 3518 (Supervised Classification) tr45.wc Uploaded 12-05-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(7)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(7)_openml.seed1
classif.extraTrees(7)_openml.kindMersenne-Twister
classif.extraTrees(7)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.881
Cross-validation details (10-fold Crossvalidation)
KB relative information score
596.143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4858
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
195.633
UserCPU time millis testing
1.454
UserCPU time millis training
194.179