Run
511407

Run 511407

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.7293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
469.9726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2705
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
0.7301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7295
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7295
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5201
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0402
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.323
UserCPU time millis testing
0.113
UserCPU time millis training
4.21