Run
23948

Run 23948

Task 2074 (Supervised Classification) satimage Uploaded 29-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I3
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
0.9635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5426.3532
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0546
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
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
0.8706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1804
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4909
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
851.2732[345.94219325383085960.5958109250668457.10593208272644858.08181430993741634.640288052834]