Run
71897

Run 71897

Task 1792 (Supervised Classification) optdigits Uploaded 01-12-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I20
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
0.7621
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Build CPU time
0.6917
Cross-validation details (5 times 2-fold Crossvalidation)
Build memory
706273657.6
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.2904
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.257
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
9037.0535
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1482
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
28100
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
0.302
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.3314
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.3314
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.8233
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2842
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9474
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
785.9104