Run
507850

Run 507850

Task 3818 (Supervised Classification) tae Uploaded 27-01-2016 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
0.7086
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.8157
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.7616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0276
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.407
UserCPU time millis testing
0.083
UserCPU time millis training
0.324