DEVELOPMENT... OpenML
Run
31205

Run 31205

Task 3021 (Supervised Classification) sick 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
0.9938
Per class
Build CPU time
3.0751
Build memory
553016735.3871
F measure
0.9887
Per class
Kappa
0.9003
KB relative information score
3017.9565
Mean absolute error
0.0171
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9887
Per class
Predictive accuracy
0.9889
Prior entropy
0.3333
Recall
0.9889
Per class
Relative absolute error
0.1481
Root mean prior squared error
0.2398
Root mean squared error
0.0892
Root relative squared error
0.3722
SciMark benchmark
939.8666