DEVELOPMENT... OpenML
Run
154187

Run 154187

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 10-02-2015 by Felicia West
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Flow

weka.RealAdaBoost_DecisionStump(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_DecisionStump(1)_P100
weka.RealAdaBoost_DecisionStump(1)_H1.0
weka.RealAdaBoost_DecisionStump(1)_S1
weka.RealAdaBoost_DecisionStump(1)_I10
weka.RealAdaBoost_DecisionStump(1)_Wweka.classifiers.trees.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
0.6636
Per class
Average cost
16.4634
F measure
0.762
Per class
Kappa
0.0263
KB relative information score
-31093.9372
Mean absolute error
0.2654
Mean prior absolute error
0.2795
Number of instances
399482
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.764
Per class
Predictive accuracy
0.8305
Prior entropy
0.653
Recall
0.8305
Per class
Relative absolute error
0.9497
Root mean prior squared error
0.3738
Root mean squared error
0.3647
Root relative squared error
0.9756
SciMark benchmark
943.2745
Total cost
6576820
UserCPU time millis
23140
UserCPU time millis testing
490
UserCPU time millis training
22650