OpenML
21418

Run 21418

Task 28 (Supervised Classification) optdigits Uploaded 19-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LWL_NaiveBayes(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_NaiveBayes(1)_Atrue
weka.LWL_NaiveBayes(1)_K-1
weka.LWL_NaiveBayes(1)_U0
weka.LWL_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9854
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5267.8428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0706
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.357
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.1911[560.30860489012831014.1868590421574481.71457151086304899.91071193929471744.8348669817344]