Run
22142

Run 22142

Task 10 (Supervised Classification) lymph Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I20
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.5646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0918
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
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3428
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.615
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.1291[562.11430287262971009.9344946043965480.85168147774846903.94479785969181753.799996626104]