Run
71683

Run 71683

Task 1776 (Supervised Classification) mfeat-factors 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)_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
0.8077
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Build CPU time
1.6032
Cross-validation details (5 times 2-fold Crossvalidation)
Build memory
1029015320.8
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.3855
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.327
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
4220.4478
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1263
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
10000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3834
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.3943
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.3943
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.7018
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
0.2864
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9547
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
937.52