DEVELOPMENT... OpenML
Run
153961

Run 153961

Task 3849 (Supervised Classification) analcatdata_marketing 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
0.4925
Per class
F measure
0.5924
Per class
Kappa
0.0234
KB relative information score
-15.2554
Mean absolute error
0.4292
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5808
Per class
Predictive accuracy
0.6401
Prior entropy
0.901
Recall
0.6401
Per class
Relative absolute error
0.992
Root mean prior squared error
0.4649
Root mean squared error
0.4961
Root relative squared error
1.0671
SciMark benchmark
933.8635
UserCPU time millis
10
UserCPU time millis training
10