Run
187090

Run 187090

Task 3496 (Supervised Classification) SPECTF Uploaded 25-02-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.NBTree(3)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7373
Cross-validation details (10-fold Crossvalidation)
KB relative information score
219.5292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1442
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8911
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.8911
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6938
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.9272
UserCPU time millis
2010
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2000
Cross-validation details (10-fold Crossvalidation)