Run
9624

Run 9624

Task 31 (Supervised Classification) credit-g 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
0.5971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
158.3424
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.33
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.6604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.672
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.672
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2226
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.557[566.67985740389281014.9881711071126483.449727694041915.94689394904971761.7204843045454]