Run
11840

Run 11840

Task 9 (Supervised Classification) autos 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)_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
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.5788
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0913
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1985
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5984
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
889.1553[563.9316334041723862.1723035550219483.6674820550281907.70082742804311628.3044675782967]