Run
4858

Run 4858

Task 2178 (Supervised Data Stream Classification) lymph Uploaded 30-04-2014 by Joaquin Vanschoren
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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.

20 Evaluation measures

Area under ROC curve
0.7194
Per class
Confusion matrix
F measure
0.6673
Per class
Kappa
0.3794
KB relative information score
76.8466
Mean absolute error
0.2202
Mean prior absolute error
0.375
Number of instances
148
Per class
Precision
0.6737
Per class
Predictive accuracy
0.6689
Prior entropy
2
Recall
0.6689
Per class
Relative absolute error
0.5873
Root mean prior squared error
0.433
Root mean squared error
0.3453
Root relative squared error
0.7974
Run CPU time
0.01