Run
70993

Run 70993

Task 1823 (Supervised Classification) iris Uploaded 01-12-2014 by Joaquin Vanschoren
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
0.9895
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Build CPU time
0.0051
Cross-validation details (5 times 2-fold Crossvalidation)
Build memory
880681148.8
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.948
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.922
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
692.1424
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0394
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.948
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.948
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.948
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.0886
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1589
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.337
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
785.9104