Run
188823

Run 188823

Task 250 (Supervised Classification) mfeat-pixel Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.HNB(6)H. Zhang, L. Jiang, J. Su: Hidden Naive Bayes. In: Twentieth National Conference on Artificial Intelligence, 919-924, 2005.

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
0.9929
Per class
Cross-validation details (33% Holdout set)
F measure
0.9788
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9764
Cross-validation details (33% Holdout set)
KB relative information score
645.8659
Cross-validation details (33% Holdout set)
Mean absolute error
0.0043
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
0.9788
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9788
Cross-validation details (33% Holdout set)
Prior entropy
3.3219
Cross-validation details (33% Holdout set)
Recall
0.9788
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0237
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.0608
Cross-validation details (33% Holdout set)
Root relative squared error
0.2027
Cross-validation details (33% Holdout set)
SciMark benchmark
1355.9413
UserCPU time millis
53540
Cross-validation details (33% Holdout set)
UserCPU time millis testing
51040
Cross-validation details (33% Holdout set)
UserCPU time millis training
2500
Cross-validation details (33% Holdout set)