Run
24619

Run 24619

Task 26 (Supervised Classification) nursery Uploaded 14-07-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_LADTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(1)_I160
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
0.9804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10343.9856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0651
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1649
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4463
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
594.4262[344.9843204558322899.185671864677242.37965363594245527.4526879587398958.128606879042]