DEVELOPMENT... OpenML
Run
71120

Run 71120

Task 54 (Supervised Classification) hepatitis Uploaded 01-12-2014 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_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I40
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.7865
Per class
Build CPU time
0.0123
Build memory
940757767.0194
F measure
0.8104
Per class
Kappa
0.3692
KB relative information score
44.4575
Mean absolute error
0.2126
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8294
Per class
Predictive accuracy
0.8387
Prior entropy
0.7418
Recall
0.8387
Per class
Relative absolute error
0.6445
Root mean prior squared error
0.4048
Root mean squared error
0.3619
Root relative squared error
0.894
SciMark benchmark
785.9104