DEVELOPMENT... OpenML
Run
30325

Run 30325

Task 27 (Supervised Classification) colic 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)_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
0.8703
Per class
Build CPU time
0.306
Build memory
133430717.8913
F measure
0.8498
Per class
Kappa
0.6732
KB relative information score
194.8747
Mean absolute error
0.2342
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8545
Per class
Predictive accuracy
0.8533
Prior entropy
0.9509
Recall
0.8533
Per class
Relative absolute error
0.5023
Root mean prior squared error
0.4827
Root mean squared error
0.3478
Root relative squared error
0.7205
SciMark benchmark
939.9545