DEVELOPMENT... OpenML
Run
153911

Run 153911

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.9125
Per class
F measure
0.8278
Per class
Kappa
0.6526
KB relative information score
275.2749
Mean absolute error
0.2342
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8278
Per class
Predictive accuracy
0.828
Prior entropy
0.9945
Recall
0.828
Per class
Relative absolute error
0.4721
Root mean prior squared error
0.4981
Root mean squared error
0.3449
Root relative squared error
0.6924
SciMark benchmark
930.32
UserCPU time millis
30
UserCPU time millis training
30