DEVELOPMENT... OpenML
Run
31055

Run 31055

Task 3756 (Supervised Classification) visualizing_hamster 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
0.6985
Per class
Build CPU time
0.0378
Build memory
1442004672.548
F measure
0.6556
Per class
Kappa
0.3032
KB relative information score
14.8696
Mean absolute error
0.4075
Mean prior absolute error
0.4955
Number of instances
73
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6558
Per class
Predictive accuracy
0.6575
Prior entropy
0.9937
Recall
0.6575
Per class
Relative absolute error
0.8224
Root mean prior squared error
0.4977
Root mean squared error
0.4714
Root relative squared error
0.9472
SciMark benchmark
947.1518