Run
21665

Run 21665

Task 2065 (Supervised Classification) primary-tumor Uploaded 19-06-2014 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
0.7944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.5599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0812
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
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
0.3866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4277
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.4277
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1835
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9127
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.9342[559.23073532101811011.7904963405887482.14720472367435908.64471704177161762.8578651418343]