DEVELOPMENT... OpenML
Run
163447

Run 163447

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)_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
0.8926
Per class
F measure
0.873
Per class
Kappa
0.7455
KB relative information score
34.775
Mean absolute error
0.1252
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
0.8864
Per class
Predictive accuracy
0.8723
Prior entropy
0.9852
Recall
0.8723
Per class
Relative absolute error
0.2559
Root mean prior squared error
0.4944
Root mean squared error
0.3347
Root relative squared error
0.6769
SciMark benchmark
911.3823
UserCPU time millis
10
UserCPU time millis training
10