Run
13769

Run 13769

Task 4 (Supervised Classification) labor Uploaded 22-05-2014 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
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5963
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.8827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2429
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8246
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7482
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.9201[559.94883937717861014.7209476623404484.10363182779514913.07556704216551757.751385454742]