Run
510350

Run 510350

Task 38 (Supervised Classification) ecoli Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(3)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(3)_seed1
classif.extraTrees(3)_kindMersenne-Twister
classif.extraTrees(3)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8304
Cross-validation details (10-fold Crossvalidation)
KB relative information score
266.2663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0305
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5791
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.998
UserCPU time millis testing
0.139
UserCPU time millis training
0.859