Run
572078

Run 572078

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 06-05-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(6)Learner classif.qda from package(s) MASS.
classif.qda(6)_openml.seed1
classif.qda(6)_openml.kindMersenne-Twister
classif.qda(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.

20 Evaluation measures

Area under ROC curve
0.5114
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9693.3699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1747
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
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1168
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.242
UserCPU time millis testing
0.168
UserCPU time millis training
1.074