Run
19077

Run 19077

Task 2072 (Supervised Classification) covertype Uploaded 12-06-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I11
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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74666.8322
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
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.8568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6089
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.8152[567.41723221127641013.919993711725482.36378704342826907.70082742804311752.6742701479243]