DEVELOPMENT... OpenML
Run
164045

Run 164045

Task 59 (Supervised Classification) iris Uploaded 17-02-2015 by Felicia West
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Flow

weka.NaiveBayes(10)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.

22 Evaluation measures

Area under ROC curve
0.9951
Per class
F measure
0.9533
Per class
Kappa
0.93
KB relative information score
140.1339
Mean absolute error
0.0338
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_71, x86_64, Mac OS X, 10.10.2]
Precision
0.9534
Per class
Predictive accuracy
0.9533
Prior entropy
1.585
Recall
0.9533
Per class
Relative absolute error
0.0761
Root mean prior squared error
0.4714
Root mean squared error
0.1539
Root relative squared error
0.3265
SciMark benchmark
1574.311
UserCPU time millis
9.205
UserCPU time millis testing
8.371
UserCPU time millis training
0.834