Run
17029

Run 17029

Task 2065 (Supervised Classification) primary-tumor Uploaded 06-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I10
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
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
110.7755
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
0.4052
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.4454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9149
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
934.2128[557.2653598166264997.9052375505228476.5831398139759898.36867759895021740.9414049179838]