Run
511408

Run 511408

Task 3607 (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
0.7452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
501.9741
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5098
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0097
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
107.775
UserCPU time millis testing
8.822
UserCPU time millis training
98.953