Run
512370

Run 512370

Task 3749 (Supervised Classification) no2 Uploaded 28-01-2016 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
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.9905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.414
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6434
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2869
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.517
UserCPU time millis testing
0.071
UserCPU time millis training
0.446