DEVELOPMENT... OpenML
Run
32743

Run 32743

Task 4325 (Supervised Classification) fri_c0_100_5 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)_I160
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
0.8904
Per class
Build CPU time
0.0655
Build memory
2315590023.04
F measure
0.8182
Per class
Kappa
0.6346
KB relative information score
472.3431
Mean absolute error
0.2783
Mean prior absolute error
0.4969
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8188
Per class
Predictive accuracy
0.818
Prior entropy
0.9956
Recall
0.818
Per class
Relative absolute error
0.5601
Root mean prior squared error
0.4984
Root mean squared error
0.3639
Root relative squared error
0.7301
SciMark benchmark
946.0797