DEVELOPMENT... OpenML
Run
30883

Run 30883

Task 4489 (Supervised Classification) analcatdata_seropositive Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9643
Per class
Build CPU time
0.0198
Build memory
154005918.297
F measure
0.9567
Per class
Kappa
0.9046
KB relative information score
1093.0491
Mean absolute error
0.0855
Mean prior absolute error
0.4548
Number of instances
1320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9567
Per class
Predictive accuracy
0.9568
Prior entropy
0.9347
Recall
0.9568
Per class
Relative absolute error
0.188
Root mean prior squared error
0.4765
Root mean squared error
0.1985
Root relative squared error
0.4166
SciMark benchmark
924.3458

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