Run
509171

Run 509171

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9232
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.1559
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3235
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8063
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.089
UserCPU time millis testing
0.861
UserCPU time millis training
1.228