Run
322915

Run 322915

Task 3943 (Supervised Classification) lymphoma_11classes Uploaded 26-03-2015 by Jan van Rijn
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Flow

weka.NBTree(3)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.6211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0405
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1551
Cross-validation details (10-fold Crossvalidation)
Number of instances
96
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0892
Cross-validation details (10-fold Crossvalidation)
Recall
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2776
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6764
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1354.3488
UserCPU time millis
12286740
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
6090
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
12280650
Cross-validation details (10-fold Crossvalidation)