Run
21140

Run 21140

Task 58 (Supervised Classification) waveform-5000 Uploaded 18-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I20
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3404.4618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1725
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
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
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5984
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.6109[558.33565926128391013.6533959159474472.1819953046527906.13207810932491757.7512505720342]