DEVELOPMENT... OpenML
Run
153959

Run 153959

Task 3841 (Supervised Classification) mfeat-factors 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
0.9957
Per class
F measure
0.9935
Per class
Kappa
0.9635
KB relative information score
1874.8237
Mean absolute error
0.0081
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9935
Per class
Predictive accuracy
0.9935
Prior entropy
0.4703
Recall
0.9935
Per class
Relative absolute error
0.0447
Root mean prior squared error
0.3
Root mean squared error
0.0749
Root relative squared error
0.2497
SciMark benchmark
943.2745
UserCPU time millis
960
UserCPU time millis training
960