Run
249613

Run 249613

Task 4644 (Supervised Classification) lymphoma_9classes Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Standardize_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Standardize_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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
0.7683
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7017
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6108
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
545.1296
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0544
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1647
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
960
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.749
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7552
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.564
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7552
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3303
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2845
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2332
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8198
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1334.8495
UserCPU time millis
1390
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1240
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
150
Cross-validation details (10 times 10-fold Crossvalidation)