DEVELOPMENT... OpenML
Run
27611

Run 27611

Task 4464 (Supervised Classification) fri_c3_500_25 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
0.9427
Per class
Build CPU time
0.2205
Build memory
1110409985.76
F measure
0.8829
Per class
Kappa
0.7621
KB relative information score
3190.7831
Mean absolute error
0.1916
Mean prior absolute error
0.4928
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8829
Per class
Predictive accuracy
0.883
Prior entropy
0.9897
Recall
0.883
Per class
Relative absolute error
0.3887
Root mean prior squared error
0.4964
Root mean squared error
0.3003
Root relative squared error
0.605
SciMark benchmark
949.7219