DEVELOPMENT... OpenML
Run
8476

Run 8476

Task 39 (Supervised Classification) sonar Uploaded 22-05-2014 by Felicia West
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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
F measure
0.7357
Per class
Kappa
0.4691
KB relative information score
97.2785
Mean absolute error
0.2644
Mean prior absolute error
0.4978
Number of instances
208
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7358
Per class
Predictive accuracy
0.7356
Prior entropy
0.9968
Recall
0.7356
Per class
Relative absolute error
0.5312
Root mean prior squared error
0.4989
Root mean squared error
0.5142
Root relative squared error
1.0308
SciMark benchmark
945.7421[560.66879002876651015.2555353338006482.7975877024999910.53839766977511759.4502550697425]