Run
16115

Run 16115

Task 51 (Supervised Classification) trains Uploaded 04-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.BFTree(1)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(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
Per class
F measure
Per class
Kappa
-1
KB relative information score
-6.608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.8222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
10
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
Per class
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
Per class
Relative absolute error
1.6444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.7627[561.210022948523993.5318554177143483.449727694041911.17140496421141759.4502550697425]