DEVELOPMENT... OpenML
Run
33826

Run 33826

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 16-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9689
Per class
Build CPU time
0.176
Build memory
3066413521.6364
F measure
0.9308
Per class
Kappa
0.846
KB relative information score
103.6299
Mean absolute error
0.104
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9329
Per class
Predictive accuracy
0.9318
Prior entropy
0.9347
Recall
0.9318
Per class
Relative absolute error
0.2286
Root mean prior squared error
0.4765
Root mean squared error
0.222
Root relative squared error
0.466
SciMark benchmark
942.1364