DEVELOPMENT... OpenML
Run
153846

Run 153846

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.8113
Per class
Kappa
0.6204
KB relative information score
262.5026
Mean absolute error
0.2481
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8127
Per class
Predictive accuracy
0.812
Prior entropy
0.9967
Recall
0.812
Per class
Relative absolute error
0.4985
Root mean prior squared error
0.4988
Root mean squared error
0.3627
Root relative squared error
0.7272
SciMark benchmark
930.32
UserCPU time millis
20
UserCPU time millis training
20