Run
303851

Run 303851

Task 97 (Learning Curve) ecoli Uploaded 18-03-2015 by Joaquin Vanschoren
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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
0.9625 ± 0.0274
Per class
F measure
0.8552 ± 0.0587
Per class
Kappa
0.8033 ± 0.0841
KB relative information score
0.7888 ± 0.0812
Mean absolute error
0.0432 ± 0.012
Mean prior absolute error
0.1828 ± 0.0012
Number of instances
3360
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.861 ± 0.0551
Per class
Predictive accuracy
0.8565 ± 0.0618
Prior entropy
2.1906 ± 0.0868
Recall
0.8565 ± 0.0618
Per class
Relative absolute error
0.2364 ± 0.0652
Root mean prior squared error
0.3016 ± 0.0021
Root mean squared error
0.1643 ± 0.0335
Root relative squared error
0.5448 ± 0.1097
SciMark benchmark
1340.1614