DEVELOPMENT... OpenML
Run
164543

Run 164543

Task 7287 (Supervised Classification) adult 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
0.8812
Per class
Average cost
0.0833
F measure
0.8183
Per class
Kappa
0.473
KB relative information score
22983.7562
Mean absolute error
0.1741
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.824
Per class
Predictive accuracy
0.8333
Prior entropy
0.7939
Recall
0.8333
Per class
Relative absolute error
0.4783
Root mean prior squared error
0.4266
Root mean squared error
0.3786
Root relative squared error
0.8873
SciMark benchmark
876.8277
Total cost
4070
UserCPU time millis
14170
UserCPU time millis testing
200
UserCPU time millis training
13970