Run
8476

Run 8476

Task 39 (Supervised Classification) sonar 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)_I1
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
0.7347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.2785
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2644
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
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
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0308
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.7421[560.66879002876651015.2555353338006482.7975877024999910.53839766977511759.4502550697425]