DEVELOPMENT... OpenML
Run
30526

Run 30526

Task 3641 (Supervised Classification) fri_c2_100_25 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
0.8409
Per class
Build CPU time
0.136
Build memory
1269846959.2
F measure
0.8
Per class
Kappa
0.592
KB relative information score
48.4569
Mean absolute error
0.2672
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8
Per class
Predictive accuracy
0.8
Prior entropy
0.9864
Recall
0.8
Per class
Relative absolute error
0.5449
Root mean prior squared error
0.4951
Root mean squared error
0.3805
Root relative squared error
0.7686
SciMark benchmark
939.9629