DEVELOPMENT... OpenML
Run
164300

Run 164300

Task 3763 (Supervised Classification) chscase_census6 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
0.4314
Per class
F measure
0.4677
Per class
Kappa
-0.0511
KB relative information score
3.5442
Mean absolute error
0.4781
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4725
Per class
Predictive accuracy
0.5425
Prior entropy
0.978
Recall
0.5425
Per class
Relative absolute error
0.9863
Root mean prior squared error
0.4923
Root mean squared error
0.5824
Root relative squared error
1.1831
SciMark benchmark
938.2848
UserCPU time millis
90
UserCPU time millis training
90