DEVELOPMENT... OpenML
Run
163036

Run 163036

Task 3946 (Supervised Classification) KDDCup09_churn Uploaded 16-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I20
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_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
0.6945
Per class
F measure
0.8912
Per class
KB relative information score
12384.4755
Mean absolute error
0.0735
Mean prior absolute error
0.1361
Number of instances
50000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8585
Per class
Predictive accuracy
0.9266
Prior entropy
0.3787
Recall
0.9266
Per class
Relative absolute error
0.5401
Root mean prior squared error
0.2609
Root mean squared error
0.2709
Root relative squared error
1.0387
SciMark benchmark
938.4285
UserCPU time millis
99190
UserCPU time millis testing
110
UserCPU time millis training
99080