Run
68721

Run 68721

Task 246 (Supervised Classification) mfeat-karhunen Uploaded 30-11-2014 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_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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
0.9975
Per class
Cross-validation details (33% Holdout set)
Build CPU time
3.356
Cross-validation details (33% Holdout set)
Build memory
1217460624
Cross-validation details (33% Holdout set)
F measure
0.9502
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9444
Cross-validation details (33% Holdout set)
KB relative information score
627.9419
Cross-validation details (33% Holdout set)
Mean absolute error
0.0121
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
660
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9512
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.95
Cross-validation details (33% Holdout set)
Prior entropy
3.3219
Cross-validation details (33% Holdout set)
Recall
0.95
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0671
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.0853
Cross-validation details (33% Holdout set)
Root relative squared error
0.2842
Cross-validation details (33% Holdout set)
SciMark benchmark
932.5791