Run
2040481

Run 2040481

Task 3939 (Supervised Classification) lymphoma_9classes Uploaded 11-04-2017 by Arlind Kadra
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Flow

weka.NaiveBayesUpdateable(12)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
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.2943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1647
Cross-validation details (10-fold Crossvalidation)
Number of instances
96
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8111
Cross-validation details (10-fold Crossvalidation)