Run
11553

Run 11553

Task 47 (Supervised Classification) tae Uploaded 22-05-2014 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)_I3
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
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.0837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2857
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.6239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.6225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9503
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
915.4596[568.7123214534407854.1467075171482.7975877024999912.75766683510371758.8835103978397]