DEVELOPMENT... OpenML
Run
95505

Run 95505

Task 3763 (Supervised Classification) chscase_census6 Uploaded 08-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_DecisionStump(2)_I10
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_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.

21 Evaluation measures

Area under ROC curve
0.4206
Per class
Build CPU time
0.0157
Build memory
39261864
F measure
0.4399
Per class
Kappa
-0.0679
KB relative information score
-13.1561
Mean absolute error
0.4957
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
0.4291
Per class
Predictive accuracy
0.545
Prior entropy
0.978
Recall
0.545
Per class
Relative absolute error
1.0227
Root mean prior squared error
0.4923
Root mean squared error
0.506
Root relative squared error
1.0279
SciMark benchmark
943.0033