Run
520913

Run 520913

Task 22 (Supervised Classification) mfeat-zernike 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
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1561.8276
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0419
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
0.7829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6823
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.231
UserCPU time millis testing
0.815
UserCPU time millis training
11.416