Run
521210

Run 521210

Task 3601 (Supervised Classification) cpu_small Uploaded 06-02-2016 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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6536.1015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0796
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9204
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6143
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.601
UserCPU time millis testing
2.023
UserCPU time millis training
10.578