DEVELOPMENT... OpenML
Run
163666

Run 163666

Task 3862 (Supervised Classification) audiology 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)_I40
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
0.9814
Per class
F measure
0.9144
Per class
Kappa
0.783
KB relative information score
165.2773
Mean absolute error
0.0889
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9251
Per class
Predictive accuracy
0.9115
Prior entropy
0.8182
Recall
0.9115
Per class
Relative absolute error
0.2349
Root mean prior squared error
0.4343
Root mean squared error
0.2659
Root relative squared error
0.6122
SciMark benchmark
911.3823
UserCPU time millis
40
UserCPU time millis training
40