Run
522542

Run 522542

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

classif.J48(21)Learner classif.J48 from package(s) RWeka.
classif.J48(21)_seed1
classif.J48(21)_kindMersenne-Twister
classif.J48(21)_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
0.8424
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6852
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10246.6701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1556
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
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3945
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7931
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.265
UserCPU time millis testing
0.471
UserCPU time millis training
12.794