DEVELOPMENT... OpenML
Run
99471

Run 99471

Task 1773 (Supervised Classification) autos Uploaded 08-12-2014 by Felicia West
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Flow

weka.NaiveBayes(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
0.8004
Per class
Build CPU time
0.0004
Build memory
706834595.9571
F measure
0.532
Per class
Kappa
0.4109
KB relative information score
463.1148
Mean absolute error
0.136
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5627
Per class
Predictive accuracy
0.5356
Prior entropy
2.3268
Recall
0.5356
Per class
Relative absolute error
0.6157
Root mean prior squared error
0.3318
Root mean squared error
0.3349
Root relative squared error
1.0096
SciMark benchmark
946.5