Run
248724

Run 248724

Task 1802 (Supervised Classification) ecoli 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.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
0.9594
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8476
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.7963
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1270.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0451
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1680
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8512
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8518
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8518
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.2465
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1722
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.5708
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1345.1228
UserCPU time millis
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)