DEVELOPMENT... OpenML
Run
165608

Run 165608

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)_I160
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
0.8942
Per class
Average cost
0.0816
F measure
0.8211
Per class
Kappa
0.4798
KB relative information score
23654.6795
Mean absolute error
0.1689
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
0.829
Per class
Predictive accuracy
0.8369
Prior entropy
0.7939
Recall
0.8369
Per class
Relative absolute error
0.464
Root mean prior squared error
0.4266
Root mean squared error
0.3778
Root relative squared error
0.8856
SciMark benchmark
938.4285
Total cost
3983.5
UserCPU time millis
27190
UserCPU time millis testing
440
UserCPU time millis training
26750