DEVELOPMENT... OpenML
Run
27589

Run 27589

Task 4461 (Supervised Classification) visualizing_hamster 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
0.7019
Per class
Build CPU time
0.0079
Build memory
1262695450.7288
F measure
0.6638
Per class
Kappa
0.3199
KB relative information score
157.0504
Mean absolute error
0.3996
Mean prior absolute error
0.4955
Number of instances
730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6642
Per class
Predictive accuracy
0.6658
Prior entropy
0.9937
Recall
0.6658
Per class
Relative absolute error
0.8064
Root mean prior squared error
0.4977
Root mean squared error
0.4723
Root relative squared error
0.9491
SciMark benchmark
903.1021