Run
505378

Run 505378

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 13-01-2016 by Casey Davis
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.NaiveBayes(13)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.
weka.NaiveBayes(13)_Ktrue

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
0.665
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.7554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.3653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1229.449
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)