DEVELOPMENT... OpenML
Run
153907

Run 153907

Task 3795 (Supervised Classification) fri_c4_100_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
0.8162
Per class
F measure
0.7153
Per class
Kappa
0.4205
KB relative information score
41.0809
Mean absolute error
0.2909
Mean prior absolute error
0.4929
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
0.7203
Per class
Predictive accuracy
0.72
Prior entropy
0.99
Recall
0.72
Per class
Relative absolute error
0.5901
Root mean prior squared error
0.4964
Root mean squared error
0.4522
Root relative squared error
0.911
SciMark benchmark
930.32
UserCPU time millis
20
UserCPU time millis training
20