Run
7907770

Run 7907770

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 10-09-2017 by OpenML_Bot R
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  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.217542186248049
mlr.classif.svm(6)_gamma1.04059378334129
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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.

21 Evaluation measures

Area under ROC curve
0.5712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-428.4747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2782
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.997
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.6076
UserCPU time millis
14631.568
UserCPU time millis testing
35.025
UserCPU time millis training
14596.543