Run
1791846

Run 1791846

Task 10090 (Supervised Classification) amazon-commerce-reviews Uploaded 25-07-2016 by Jan van Rijn
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Flow

weka.NaiveBayesUpdateable(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.

17 Evaluation measures

Area under ROC curve
0.801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
905.0079
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0392
Cross-validation details (10-fold Crossvalidation)
Number of instances
1500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
5.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.6047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.14
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.897
Cross-validation details (10-fold Crossvalidation)