Run
20376

Run 20376

Task 42 (Supervised Classification) haberman 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_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I40
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.6603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.7501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.6367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6438
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.6438
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8796
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.482
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0926
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
857.6353[525.3736973109874948.304710923248452.86457555863416863.7364519920011497.897276596249]