Run
522220

Run 522220

Task 9972 (Supervised Classification) kr-vs-k Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.7714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15481.2769
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0453
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.5926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9538
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
533.317
UserCPU time millis testing
158.912
UserCPU time millis training
374.405