Run
522962

Run 522962

Task 9985 (Supervised Classification) first-order-theorem-proving Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(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
0.7384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2818.817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1355
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.5935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0396
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.507
UserCPU time millis testing
3.268
UserCPU time millis training
0.239