Run
8469702

Run 8469702

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 04-11-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.00123844010013754
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
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
0.5359
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0031
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2795
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
0.8286
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
0.9979
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9991
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.338
UserCPU time millis
2054.489
UserCPU time millis testing
14.16
UserCPU time millis training
2040.329