DEVELOPMENT... OpenML
Run
30581

Run 30581

Task 3909 (Supervised Classification) ar1 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
0.8249
Per class
Build CPU time
0.1526
Build memory
1295910519.6694
F measure
0.9031
Per class
Kappa
0.1591
KB relative information score
-1.9844
Mean absolute error
0.1103
Mean prior absolute error
0.1436
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9006
Per class
Predictive accuracy
0.9256
Prior entropy
0.4067
Recall
0.9256
Per class
Relative absolute error
0.768
Root mean prior squared error
0.2625
Root mean squared error
0.2442
Root relative squared error
0.9305
SciMark benchmark
947.6821