Run
517633

Run 517633

Task 3699 (Supervised Classification) fri_c4_250_100 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(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
0.5916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1919
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.0148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.38
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.62
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2419
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.65
UserCPU time millis testing
0.221
UserCPU time millis training
1.429