Run
23551

Run 23551

Task 20 (Supervised Classification) mfeat-pixel Uploaded 26-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I40
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8294
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1611.203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0512
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.8474
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8465
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8465
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2842
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5017
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
871.8745[534.0602418900856960.5956967556333461.22929223792863903.94487217598321499.5423924756963]