DEVELOPMENT... OpenML
Run
6305

Run 6305

Task 32 (Supervised Classification) pendigits Uploaded 15-05-2014 by Felicia West
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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
0.9092
Per class
F measure
0.7991
Per class
Kappa
0.7831
KB relative information score
8758.3013
Mean absolute error
0.0391
Mean prior absolute error
0.18
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8078
Per class
Predictive accuracy
0.8049
Prior entropy
3.3208
Recall
0.8049
Per class
Relative absolute error
0.2173
Root mean prior squared error
0.3
Root mean squared error
0.1959
Root relative squared error
0.6529
SciMark benchmark
945.5128[568.89779800413941013.1203667026068483.2321174670136907.38665814554741754.9271701211055]