Run
21759

Run 21759

Task 2072 (Supervised Classification) covertype Uploaded 20-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LADTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(1)_I10
weka.Bagging_LADTree(1)_P100
weka.Bagging_LADTree(1)_S1
weka.Bagging_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.Bagging_LADTree(1)_num-slots1
weka.LADTree(1)_B10

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
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41758.7068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
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
0.584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8567
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.774[551.97491272933141015.5230404536866483.6674820550281910.85475360997441766.8499488170112]