Run
521698

Run 521698

Task 14 (Supervised Classification) mfeat-fourier Uploaded 06-02-2016 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
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8386
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1664.3118
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0321
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1792
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5972
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.051
UserCPU time millis testing
0.616
UserCPU time millis training
11.435