OpenML
12247

Run 12247

Task 16 (Supervised Classification) mfeat-karhunen 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)_I101
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
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1612.483
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0636
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4401
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0779[563.38522762117461015.7906865781697483.8854846559526909.90626928802961767.4218398162996]