Run
522535

Run 522535

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_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
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5713
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8579.5579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7896
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9223
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.59
UserCPU time millis testing
0.16
UserCPU time millis training
11.43