Run
9725

Run 9725

Task 58 (Supervised Classification) waveform-5000 Uploaded 22-05-2014 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_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I50
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3343.9534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1809
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
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5944
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.0632[560.30856197719071015.5230404536866484.54051677983614913.39376464446721751.5501218345944]