Run
16711

Run 16711

Task 2072 (Supervised Classification) covertype Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I80
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(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
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7994
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75319.9044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0719
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
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
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5792
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.5237[565.39404163109531013.3868112175512482.58056402979616909.59057174132591706.6666412353518]