DEVELOPMENT... OpenML
Run
67195

Run 67195

Task 3648 (Supervised Classification) fri_c3_100_10 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
0.6558
Per class
Build CPU time
0.0136
Build memory
55345491.2
F measure
0.5891
Per class
Kappa
0.1423
KB relative information score
13.4755
Mean absolute error
0.4125
Mean prior absolute error
0.4804
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
0.5883
Per class
Predictive accuracy
0.59
Prior entropy
0.9721
Recall
0.59
Per class
Relative absolute error
0.8587
Root mean prior squared error
0.4899
Root mean squared error
0.4981
Root relative squared error
1.0168
SciMark benchmark
889.0295