Run
507985

Run 507985

Task 3949 (Supervised Classification) teachingAssistant Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.IBk(5)Learner classif.IBk from package(s) RWeka.
classif.IBk(5)_seed1
classif.IBk(5)_kindMersenne-Twister
classif.IBk(5)_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
0.7319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.0756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6424
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.6424
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0359
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.216
UserCPU time millis testing
0.97
UserCPU time millis training
1.246