Run
11342

Run 11342

Task 41 (Supervised Classification) soybean 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)_I11
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
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9181
Cross-validation details (10-fold Crossvalidation)
KB relative information score
597.2052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0236
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
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
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2455
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4117
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.0701[567.41727621999961015.2555990998168483.23216931738307916.58736979803611762.8578651418343]