Run
354008

Run 354008

Task 4643 (Supervised Classification) lymphoma_2classes Uploaded 28-03-2015 by Joaquin Vanschoren
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9905
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9533
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9066
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
406.8217
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.048
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
450
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
0.9533
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9533
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9533
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.096
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2005
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4011
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1337.9552
UserCPU time millis
8680
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
5800
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
2880
Cross-validation details (10 times 10-fold Crossvalidation)