Run
19799

Run 19799

Task 2072 (Supervised Classification) covertype Uploaded 17-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_NaiveBayes(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(1)_I20
weka.Bagging_NaiveBayes(1)_P100
weka.Bagging_NaiveBayes(1)_S1
weka.Bagging_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(1)_num-slots1

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.

19 Evaluation measures

Area under ROC curve
0.8002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46179.605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.129
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6248
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6248
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9105
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.9332[546.6125504044643990.4677419388732469.70333233980045882.63972213719691715.242872852011]