Run
514116

Run 514116

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 28-01-2016 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
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.4123
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.168
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8406
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8284
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.711
UserCPU time millis testing
0.205
UserCPU time millis training
1.506