DEVELOPMENT... OpenML
Run
164833

Run 164833

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 17-02-2015 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)_I160
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
0.9977
Per class
F measure
0.9828
Per class
Kappa
0.9619
KB relative information score
37779.0561
Mean absolute error
0.0175
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9828
Per class
Predictive accuracy
0.9828
Prior entropy
0.9287
Recall
0.9828
Per class
Relative absolute error
0.0389
Root mean prior squared error
0.4751
Root mean squared error
0.1223
Root relative squared error
0.2575
SciMark benchmark
938.4285
UserCPU time millis
27720
UserCPU time millis testing
280
UserCPU time millis training
27440