DEVELOPMENT... OpenML
Run
27760

Run 27760

Task 4489 (Supervised Classification) analcatdata_seropositive Uploaded 08-10-2014 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)_I20
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
0.9586
Per class
Build CPU time
0.0069
Build memory
2825290113.3576
F measure
0.9575
Per class
Kappa
0.9064
KB relative information score
1091.0492
Mean absolute error
0.0857
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
0.9575
Per class
Predictive accuracy
0.9576
Prior entropy
0.9347
Recall
0.9576
Per class
Relative absolute error
0.1883
Root mean prior squared error
0.4765
Root mean squared error
0.2001
Root relative squared error
0.42
SciMark benchmark
927.846