DEVELOPMENT... OpenML
Run
29711

Run 29711

Task 3781 (Supervised Classification) fri_c4_250_50 Uploaded 12-10-2014 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)_I40
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
0.896
Per class
Build CPU time
0.4468
Build memory
3755976260.8
F measure
0.8353
Per class
Kappa
0.668
KB relative information score
123.8493
Mean absolute error
0.2695
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8368
Per class
Predictive accuracy
0.836
Prior entropy
0.9955
Recall
0.836
Per class
Relative absolute error
0.5424
Root mean prior squared error
0.4984
Root mean squared error
0.3529
Root relative squared error
0.7081
SciMark benchmark
924.9924