Run
14081

Run 14081

Task 26 (Supervised Classification) nursery 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.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I33
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(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
0.9996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12029.9421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0285
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0863
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2337
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.9923[564.84479963454011013.1203667026068481.28276544297296910.22218605324211755.4912331040343]