DEVELOPMENT... OpenML
Run
30672

Run 30672

Task 3672 (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
0.9278
Per class
Build CPU time
17.6907
Build memory
637597906.3633
F measure
0.8442
Per class
Kappa
0.6884
KB relative information score
4341.3979
Mean absolute error
0.2515
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8443
Per class
Predictive accuracy
0.8442
Prior entropy
0.9998
Recall
0.8442
Per class
Relative absolute error
0.5031
Root mean prior squared error
0.4999
Root mean squared error
0.3336
Root relative squared error
0.6673
SciMark benchmark
945.371