DEVELOPMENT... OpenML
Run
32268

Run 32268

Task 1922 (Supervised Classification) haberman Uploaded 13-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
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
0.649
Per class
Build CPU time
0.1102
Build memory
222371366.5569
F measure
0.697
Per class
Kappa
0.178
KB relative information score
181.1163
Mean absolute error
0.352
Mean prior absolute error
0.39
Number of instances
3060
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6916
Per class
Predictive accuracy
0.7284
Prior entropy
0.836
Recall
0.7284
Per class
Relative absolute error
0.9025
Root mean prior squared error
0.4412
Root mean squared error
0.4384
Root relative squared error
0.9937
SciMark benchmark
941.8601