Run
523683

Run 523683

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nodeHarvest(5)Learner classif.nodeHarvest from package(s) nodeHarvest.
classif.nodeHarvest(5)_seed1
classif.nodeHarvest(5)_kindMersenne-Twister
classif.nodeHarvest(5)_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
0.5006
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.8189
Cross-validation details (10-fold Crossvalidation)
F measure
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0021
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10785.8861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1684
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
0.7852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0964
Cross-validation details (10-fold Crossvalidation)
Total cost
671880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5172.336
UserCPU time millis testing
0.642
UserCPU time millis training
5171.694