Run
505345

Run 505345

Task 9945 (Supervised Classification) walking-activity 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)_Dtrue

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
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67488.0655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0624
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0836
Cross-validation details (10-fold Crossvalidation)
Number of instances
149332
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.4502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.9917
Cross-validation details (10-fold Crossvalidation)
Recall
0.4361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7455
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8605
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.4442
UserCPU time millis
2490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1070
Cross-validation details (10-fold Crossvalidation)