OpenML
7932072

Run 7932072

Task 9977 (Supervised Classification) nomao Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.ksvm.imputed.preproc(1)Learner mlr.classif.ksvm.imputed.preproc from package(s) kernlab.
mlr.classif.ksvm.imputed.preproc(1)_fitFALSE
mlr.classif.ksvm.imputed.preproc(1)_openml.seed1
mlr.classif.ksvm.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.ksvm.imputed.preproc(1)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29677.8302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0586
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1719
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3806
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1930.915
UserCPU time millis testing
9.338
UserCPU time millis training
1921.577