Run
523409

Run 523409

Task 12 (Supervised Classification) mfeat-factors Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_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
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1708.2337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0279
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
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8605
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8605
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5568
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.292
UserCPU time millis testing
1.547
UserCPU time millis training
22.745