Run
13551

Run 13551

Task 36 (Supervised Classification) segment 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
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2218.1181
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
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
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2527
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.1578[563.9316334041723962.9960408781753484.1035797902428915.30731255462021759.4502550697425]