Run
511406

Run 511406

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

classif.probit(3)Learner classif.probit from package(s) stats.
classif.probit(3)_seed1
classif.probit(3)_kindMersenne-Twister
classif.probit(3)_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
0.6879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
383.9683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3125
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
0.6922
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1181
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.603
UserCPU time millis testing
0.052
UserCPU time millis training
0.551