DEVELOPMENT... OpenML
Run
27223

Run 27223

Task 3634 (Supervised Classification) fri_c3_100_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
0.6853
Per class
Build CPU time
0.0336
Build memory
85166448.8
F measure
0.6163
Per class
Kappa
0.2229
KB relative information score
13.6925
Mean absolute error
0.4335
Mean prior absolute error
0.4951
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
0.617
Per class
Predictive accuracy
0.62
Prior entropy
0.9931
Recall
0.62
Per class
Relative absolute error
0.8756
Root mean prior squared error
0.4975
Root mean squared error
0.4712
Root relative squared error
0.9471
SciMark benchmark
944.705