Run
522284

Run 522284

Task 58 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 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
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3371.7042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1587
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.845
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.187
UserCPU time millis testing
0.331
UserCPU time millis training
6.856