DEVELOPMENT... OpenML
Run
161723

Run 161723

Task 2142 (Supervised Classification) BNG(breast-w) 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)_I10
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
0.9846
Per class
F measure
0.9544
Per class
Kappa
0.8981
KB relative information score
33938.0514
Mean absolute error
0.0607
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
0.9552
Per class
Predictive accuracy
0.9548
Prior entropy
0.9287
Recall
0.9548
Per class
Relative absolute error
0.1345
Root mean prior squared error
0.4751
Root mean squared error
0.217
Root relative squared error
0.4567
SciMark benchmark
923.7642
UserCPU time millis
2110
UserCPU time millis testing
40
UserCPU time millis training
2070