Run
500299

Run 500299

Task 3787 (Supervised Classification) humandevel Uploaded 08-12-2015 by Rafael Gomes Mantovani
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Flow

classif.IBk(4)Learner classif.IBk from package(s) RWeka.
classif.IBk(4)_seed1
classif.IBk(4)_kindMersenne-Twister
classif.IBk(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
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3616
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7232
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.807
UserCPU time millis testing
0.389
UserCPU time millis training
0.418