DEVELOPMENT... OpenML
Run
29470

Run 29470

Task 4489 (Supervised Classification) analcatdata_seropositive Uploaded 12-10-2014 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)_I40
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
0.963
Per class
Build CPU time
0.0105
Build memory
2156688563.6909
F measure
0.9567
Per class
Kappa
0.9045
KB relative information score
1093.8757
Mean absolute error
0.0848
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
0.1865
Root mean prior squared error
0.4765
Root mean squared error
0.1987
Root relative squared error
0.4171
SciMark benchmark
944.089