Run
21047

Run 21047

Task 2076 (Supervised Classification) kropt 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_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I20
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
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
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16455.7332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0663
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
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
0.7042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.7018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7482
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.6403[560.12864292244511013.6533959159474483.2321174670136908.32981910425011762.8577294742872]