Run
522283

Run 522283

Task 58 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(6)Learner classif.cforest from package(s) party.
classif.cforest(6)_seed1
classif.cforest(6)_kindMersenne-Twister
classif.cforest(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
0.8904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4000.3349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0975
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
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3122
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6623
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
603.586
UserCPU time millis testing
88.358
UserCPU time millis training
515.228