DEVELOPMENT... OpenML
Run
164400

Run 164400

Task 3862 (Supervised Classification) audiology 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)_I80
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
0.9919
Per class
F measure
0.9475
Per class
Kappa
0.8624
KB relative information score
188.777
Mean absolute error
0.0549
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
0.9488
Per class
Predictive accuracy
0.9469
Prior entropy
0.8182
Recall
0.9469
Per class
Relative absolute error
0.1452
Root mean prior squared error
0.4343
Root mean squared error
0.2021
Root relative squared error
0.4654
SciMark benchmark
926.6717
UserCPU time millis
50
UserCPU time millis training
50