DEVELOPMENT... OpenML
Run
30893

Run 30893

Task 4490 (Supervised Classification) fri_c2_100_50 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
0.9112
Per class
Build CPU time
0.1652
Build memory
46534807.36
F measure
0.8765
Per class
Kappa
0.7456
KB relative information score
618.773
Mean absolute error
0.2003
Mean prior absolute error
0.4875
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
0.8769
Per class
Predictive accuracy
0.877
Prior entropy
0.9822
Recall
0.877
Per class
Relative absolute error
0.4109
Root mean prior squared error
0.4936
Root mean squared error
0.3148
Root relative squared error
0.6379
SciMark benchmark
916.5381