DEVELOPMENT... OpenML
Run
162723

Run 162723

Task 3643 (Supervised Classification) sleuth_ex1714 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
0.887
Per class
F measure
0.8942
Per class
Kappa
0.7866
KB relative information score
35.5069
Mean absolute error
0.1205
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9021
Per class
Predictive accuracy
0.8936
Prior entropy
0.9852
Recall
0.8936
Per class
Relative absolute error
0.2462
Root mean prior squared error
0.4944
Root mean squared error
0.3313
Root relative squared error
0.67
SciMark benchmark
922.9039