DEVELOPMENT... OpenML
Run
27166

Run 27166

Task 4394 (Supervised Classification) fri_c1_500_10 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
0.9598
Per class
Build CPU time
0.0855
Build memory
706192829.12
F measure
0.896
Per class
Kappa
0.7898
KB relative information score
3498.7499
Mean absolute error
0.1585
Mean prior absolute error
0.4954
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
0.8963
Per class
Predictive accuracy
0.8962
Prior entropy
0.9934
Recall
0.8962
Per class
Relative absolute error
0.3199
Root mean prior squared error
0.4977
Root mean squared error
0.2771
Root relative squared error
0.5568
SciMark benchmark
947.7284