OpenML
248652

Run 248652

Task 248 (Supervised Classification) mfeat-morphological 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
0.9574
Per class
Cross-validation details (33% Holdout set)
F measure
0.7061
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6816
Cross-validation details (33% Holdout set)
KB relative information score
496.2474
Cross-validation details (33% Holdout set)
Mean absolute error
0.0618
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
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7145
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7136
Cross-validation details (33% Holdout set)
Prior entropy
3.3219
Cross-validation details (33% Holdout set)
Recall
0.7136
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3431
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.199
Cross-validation details (33% Holdout set)
Root relative squared error
0.6632
Cross-validation details (33% Holdout set)
SciMark benchmark
1341.994
UserCPU time millis
60
Cross-validation details (33% Holdout set)
UserCPU time millis testing
50
Cross-validation details (33% Holdout set)
UserCPU time millis training
10
Cross-validation details (33% Holdout set)