DEVELOPMENT... OpenML
Run
30500

Run 30500

Task 4377 (Supervised Classification) kin8nm 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
0.928
Per class
Build CPU time
20.6367
Build memory
756914514.478
F measure
0.8458
Per class
Kappa
0.6915
KB relative information score
43410.0305
Mean absolute error
0.2517
Mean prior absolute error
0.4998
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8458
Per class
Predictive accuracy
0.8458
Prior entropy
0.9998
Recall
0.8458
Per class
Relative absolute error
0.5035
Root mean prior squared error
0.4999
Root mean squared error
0.3334
Root relative squared error
0.667
SciMark benchmark
935.8417