DEVELOPMENT... OpenML
Run
8545

Run 8545

Task 28 (Supervised Classification) optdigits Uploaded 22-05-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.NaiveBayesMultinomial(1)Andrew Mccallum, Kamal Nigam: A Comparison of Event Models for Naive Bayes Text Classification. In: AAAI-98 Workshop on 'Learning for Text Categorization', 1998.

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
0.9694
Per class
F measure
0.9077
Per class
Kappa
0.8966
KB relative information score
5085.4803
Mean absolute error
0.0187
Mean prior absolute error
0.18
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.912
Per class
Predictive accuracy
0.9069
Prior entropy
3.3218
Recall
0.9069
Per class
Relative absolute error
0.104
Root mean prior squared error
0.3
Root mean squared error
0.1332
Root relative squared error
0.4438
SciMark benchmark
938.3261[561.0294815668511015.5230404536866440.599839159962912.75766683510371761.7203488120049]