DEVELOPMENT... OpenML
Run
153751

Run 153751

Task 3641 (Supervised Classification) fri_c2_100_25 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
0.7236
Per class
F measure
0.7503
Per class
Kappa
0.4915
KB relative information score
42.4211
Mean absolute error
0.2888
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7508
Per class
Predictive accuracy
0.75
Prior entropy
0.9864
Recall
0.75
Per class
Relative absolute error
0.589
Root mean prior squared error
0.4951
Root mean squared error
0.4723
Root relative squared error
0.954
SciMark benchmark
930.32