Run
247560

Run 247560

Task 277 (Supervised Classification) tae Uploaded 04-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.NaiveBayes(10)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.5874
Per class
Cross-validation details (33% Holdout set)
F measure
0.4836
Per class
Cross-validation details (33% Holdout set)
Kappa
0.2271
Cross-validation details (33% Holdout set)
KB relative information score
7.3766
Cross-validation details (33% Holdout set)
Mean absolute error
0.4157
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4445
Cross-validation details (33% Holdout set)
Number of instances
49
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5155
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.4898
Cross-validation details (33% Holdout set)
Prior entropy
1.5845
Cross-validation details (33% Holdout set)
Recall
0.4898
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9354
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4715
Cross-validation details (33% Holdout set)
Root mean squared error
0.4923
Cross-validation details (33% Holdout set)
Root relative squared error
1.0441
Cross-validation details (33% Holdout set)
SciMark benchmark
1301.9176