Run
511369

Run 511369

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_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
0.6563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5006
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
363.9538
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1502
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
107.171
UserCPU time millis testing
9.209
UserCPU time millis training
97.962