DEVELOPMENT... OpenML
Run
153723

Run 153723

Task 3613 (Supervised Classification) servo 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
0.9406
Per class
F measure
0.9194
Per class
Kappa
0.7818
KB relative information score
111.6088
Mean absolute error
0.1136
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9301
Per class
Predictive accuracy
0.9162
Prior entropy
0.7794
Recall
0.9162
Per class
Relative absolute error
0.3216
Root mean prior squared error
0.4193
Root mean squared error
0.2452
Root relative squared error
0.5847
SciMark benchmark
933.8635
UserCPU time millis
10
UserCPU time millis training
10