Run
511346

Run 511346

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

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(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
0.6031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
272.8876
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2676
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
0.345
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4648
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4648
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7614
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2342
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.672
UserCPU time millis testing
0.049
UserCPU time millis training
0.623