Run
10413

Run 10413

Task 40 (Supervised Classification) glass 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)_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
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0994
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.8191[565.57740346189041015.52310425331480.2065783455664913.07556704216551769.7127006129608]