DEVELOPMENT... OpenML
Run
153850

Run 153850

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.8944
Per class
F measure
0.784
Per class
Kappa
0.5599
KB relative information score
132.067
Mean absolute error
0.238
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.784
Per class
Predictive accuracy
0.784
Prior entropy
0.9868
Recall
0.784
Per class
Relative absolute error
0.4848
Root mean prior squared error
0.4954
Root mean squared error
0.3622
Root relative squared error
0.7311
SciMark benchmark
933.8635
UserCPU time millis
50
UserCPU time millis training
50