DEVELOPMENT... OpenML
Run
153828

Run 153828

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.555
Per class
F measure
0.7143
Per class
Kappa
0.1125
KB relative information score
-9.7542
Mean absolute error
0.3268
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6998
Per class
Predictive accuracy
0.7421
Prior entropy
0.7667
Recall
0.7421
Per class
Relative absolute error
0.9465
Root mean prior squared error
0.4143
Root mean squared error
0.4426
Root relative squared error
1.0681
SciMark benchmark
943.6956