DEVELOPMENT... OpenML
Run
67175

Run 67175

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 30-11-2014 by Felicia West
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Flow

weka.RealAdaBoost_Logistic(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8
weka.RealAdaBoost_Logistic(1)_P100
weka.RealAdaBoost_Logistic(1)_H1.0
weka.RealAdaBoost_Logistic(1)_S1
weka.RealAdaBoost_Logistic(1)_I10
weka.RealAdaBoost_Logistic(1)_Wweka.classifiers.functions.Logistic

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.

21 Evaluation measures

Area under ROC curve
0.5764
Per class
Build CPU time
0.0556
Build memory
36771247.7946
F measure
0.5549
Per class
Kappa
0.109
KB relative information score
16.8244
Mean absolute error
0.4893
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.556
Per class
Predictive accuracy
0.5574
Prior entropy
0.9987
Recall
0.5574
Per class
Relative absolute error
0.9804
Root mean prior squared error
0.4996
Root mean squared error
0.4958
Root relative squared error
0.9925
SciMark benchmark
917.2951