Run
499176

Run 499176

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 06-12-2015 by Casey Davis
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Flow

weka.DecisionStump(5)Weka implementation of DecisionStump

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.5748
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.794
Cross-validation details (10-fold Crossvalidation)
F measure
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-43628.0143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2756
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-62-generic]
Precision
0.6923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3712
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9931
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
479.2609
Total cost
6708900
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7080
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
480
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6600
Cross-validation details (10-fold Crossvalidation)