DEVELOPMENT... OpenML
Run
161807

Run 161807

Task 2264 (Supervised Classification) BNG(hepatitis) 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
0.8426
Per class
F measure
0.8274
Per class
Kappa
0.4456
KB relative information score
441097.3037
Mean absolute error
0.1575
Mean prior absolute error
0.3293
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8269
Per class
Predictive accuracy
0.8404
Prior entropy
0.7373
Recall
0.8404
Per class
Relative absolute error
0.4782
Root mean prior squared error
0.4057
Root mean squared error
0.3804
Root relative squared error
0.9376
SciMark benchmark
938.4285
UserCPU time millis
123420
UserCPU time millis testing
1120
UserCPU time millis training
122300