Run
14666

Run 14666

Task 21 (Supervised Classification) car Uploaded 23-05-2014 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
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1135.1878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0776
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7519
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.1648[566.67985740389281013.6533323510344483.23216931738307910.53839766977511761.7203488120049]