Run
248663

Run 248663

Task 262 (Supervised Classification) pendigits Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Standardize_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Standardize_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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.

22 Evaluation measures

Area under ROC curve
0.9703
Per class
Cross-validation details (33% Holdout set)
F measure
0.8521
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8388
Cross-validation details (33% Holdout set)
KB relative information score
3085.6625
Cross-validation details (33% Holdout set)
Mean absolute error
0.0311
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
3627
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
0.8606
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.855
Cross-validation details (33% Holdout set)
Prior entropy
3.3208
Cross-validation details (33% Holdout set)
Recall
0.855
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1727
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.162
Cross-validation details (33% Holdout set)
Root relative squared error
0.5402
Cross-validation details (33% Holdout set)
SciMark benchmark
922.1419
UserCPU time millis
720
Cross-validation details (33% Holdout set)
UserCPU time millis testing
650
Cross-validation details (33% Holdout set)
UserCPU time millis training
70
Cross-validation details (33% Holdout set)