DEVELOPMENT... OpenML
Run
153905

Run 153905

Task 3794 (Supervised Classification) disclosure_z Uploaded 10-02-2015 by Felicia West
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Flow

weka.RealAdaBoost_DecisionStump(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_DecisionStump(1)_P100
weka.RealAdaBoost_DecisionStump(1)_H1.0
weka.RealAdaBoost_DecisionStump(1)_S1
weka.RealAdaBoost_DecisionStump(1)_I10
weka.RealAdaBoost_DecisionStump(1)_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
0.5352
Per class
F measure
0.5335
Per class
Kappa
0.0662
KB relative information score
14.6076
Mean absolute error
0.489
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5344
Per class
Predictive accuracy
0.5332
Prior entropy
0.9981
Recall
0.5332
Per class
Relative absolute error
0.9805
Root mean prior squared error
0.4993
Root mean squared error
0.5106
Root relative squared error
1.0226
SciMark benchmark
943.6956
UserCPU time millis
10
UserCPU time millis training
10