Run
15709

Run 15709

Task 2071 (Supervised Classification) adult Uploaded 04-06-2014 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
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19510.4789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8273
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.5743[566.31191013187331016.0585376856843483.88543266528814915.62699156216381750.9885882679507]