DEVELOPMENT... OpenML
Run
164307

Run 164307

Task 3771 (Supervised Classification) chscase_census3 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
0.4514
Per class
F measure
0.48
Per class
Kappa
-0.0383
KB relative information score
-17.33
Mean absolute error
0.5195
Mean prior absolute error
0.4992
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
0.4812
Per class
Predictive accuracy
0.485
Prior entropy
0.9989
Recall
0.485
Per class
Relative absolute error
1.0407
Root mean prior squared error
0.4996
Root mean squared error
0.5845
Root relative squared error
1.1699
SciMark benchmark
943.2817
UserCPU time millis
100
UserCPU time millis training
100