DEVELOPMENT... OpenML
Run
89922

Run 89922

Task 3481 (Supervised Classification) isolet Uploaded 08-12-2014 by Felicia West
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Flow

weka.NaiveBayesUpdateable(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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.

21 Evaluation measures

Area under ROC curve
0.9374
Per class
Build CPU time
1.1122
Build memory
483498828.888
F measure
0.8496
Per class
Kappa
0.8447
KB relative information score
6638.8486
Mean absolute error
0.0115
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8601
Per class
Predictive accuracy
0.8507
Prior entropy
4.7004
Recall
0.8507
Per class
Relative absolute error
0.1552
Root mean prior squared error
0.1923
Root mean squared error
0.1063
Root relative squared error
0.5527
SciMark benchmark
947.7747