Run
522323

Run 522323

Task 3842 (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
0.8096
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2970.0337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1736
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8264
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8806
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.584
UserCPU time millis testing
0.304
UserCPU time millis training
4.28