Run
515651

Run 515651

Task 3567 (Supervised Classification) collins Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(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
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
406.5674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.02
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1212
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1651
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5748
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.89
UserCPU time millis testing
0.113
UserCPU time millis training
1.777