Run
519995

Run 519995

Task 3730 (Supervised Classification) fri_c2_1000_50 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(5)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(5)_seed1
classif.extraTrees(5)_kindMersenne-Twister
classif.extraTrees(5)_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
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
660.9552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.163
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8185
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.597
UserCPU time millis testing
0.454
UserCPU time millis training
5.143