Run
12162

Run 12162

Task 10 (Supervised Classification) lymph 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
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.0045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.903[568.8977980041394927.7587275169036483.6674820550281915.30723635829941758.8835103978397]